Andrea
Crespo Sedano
Publications by the researcher in collaboration with Andrea Crespo Sedano (31)
2021
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Ensemble-learning regression to estimate sleep apnea severity using at-home oximetry in adults
Applied Soft Computing, Vol. 111
2020
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A machine learning-based test for adult sleep apnoea screening at home using oximetry and airflow
Scientific Reports, Vol. 10, Núm. 1
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Assessment of nocturnal autonomic cardiac imbalance in positional obstructive sleep apnea. A multiscale nonlinear approach
Entropy, Vol. 22, Núm. 12, pp. 1-17
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Automatic Assessment of Pediatric Sleep Apnea Severity Using Overnight Oximetry and Convolutional Neural Networks
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
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Study of the Adherence to continuous positive airway pressure Treatment in Patients with Obstructive Sleep Apnea Syndrome in the Confinement During the COVID-19 Pandemic
Archivos de Bronconeumologia, Vol. 56, Núm. 12, pp. 818-819
2019
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Evaluation of Machine-Learning Approaches to Estimate Sleep Apnea Severity From At-Home Oximetry Recordings
IEEE Journal of Biomedical and Health Informatics, Vol. 23, Núm. 2, pp. 882-892
2018
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Assessment of oximetry-based statistical classifiers as simplified screening tools in the management of childhood obstructive sleep apnea
Sleep and Breathing, Vol. 22, Núm. 4, pp. 1063-1073
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Bispectral Analysis to Enhance Oximetry as a Simplified Alternative for Pediatric Sleep Apnea Diagnosis
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
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Detrended fluctuation analysis of the oximetry signal to assist in paediatric sleep apnoea-hypopnoea syndrome diagnosis
Physiological Measurement, Vol. 39, Núm. 11
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Improving the Diagnostic Ability of Oximetry Recordings in Pediatric Sleep Apnea-Hypopnea Syndrome by Means of Multi-Class AdaBoost
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
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Oximetry use in obstructive sleep apnea
Expert Review of Respiratory Medicine, Vol. 12, Núm. 8, pp. 665-681
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Pulse rate variability analysis to enhance oximetry as at-home alternative for sleep apnea diagnosing
IFMBE Proceedings
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Symbolic dynamics to enhance diagnostic ability of portable oximetry from the Phone Oximeter in the detection of paediatric sleep apnoea
Physiological Measurement, Vol. 39, Núm. 10
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Utility of bispectrum in the screening of pediatric sleep apnea-hypopnea syndrome using oximetry recordings
Computer Methods and Programs in Biomedicine, Vol. 156, pp. 141-149
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Wavelet analysis of oximetry recordings to assist in the automated detection of moderate-to-severe pediatric sleep apnea-hypopnea syndrome
PLoS ONE, Vol. 13, Núm. 12
2017
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A Bayesian neural network approach to compare the spectral information from nasal pressure and thermistor airflow in the automatic sleep apnea severity estimation
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
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Análisis de diferencias de segundo orden aplicado a la señal de flujo aéreo monocanal para la ayuda al diagnóstico del síndrome de la apnea-hipopnea del sueño en niños
XXXV Congreso anual de la Sociedad Española de Ingeniería Biomédica: Libro de actas
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Análisis de fluctuaciones sin tendencias (DFA) en los registros de oximetría para la ayuda en el diagnóstico del síndrome de la apnea-hipopnea del sueño infantil
XXXV Congreso anual de la Sociedad Española de Ingeniería Biomédica: Libro de actas
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Assessment of automated analysis of portable oximetry as a screening test for moderate-to-severe sleep apnea in patients with chronic obstructive pulmonary disease
PLoS ONE, Vol. 12, Núm. 11
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Automated detection of childhood sleep apnea using discrete wavelet transform of nocturnal oximetry and anthropometric variables
European Respiratory Society International Congress